You Are Here > > Blog

Blog Archives: MLB · NFL · NBA · NHL · CFB · CBB · Olympics

College Basketball Schedules Back to 1949-50

Posted by David Corby on May 15, 2015


I'm excited to announce that we've extended our historical College Basketball schedules back to 1949-50. Previously, we had published them back to 1979-80, and had displayed a scanned image of the team's schedule when available. These three decades of additions supplements our full collection of historical NCAA Tournament box scores.

Some of the highlights of this new addition include the full-season slate for the 1975-76 undefeated Hoosiers,  John Wooden's 1967-68 NCAA Champion UCLA Bruins, and the 1973-74 NC State Wolfpack.

The easiest way to find school schedules is to click on a school season page and click on one of the prominent Schedule links:




Note that we also publish schedules in the Conferences section, if you just want to view conference games:




Many thanks to Kevin Johnson, from whom we source this and much of the historical data on the site.


3 Comments | Posted in Announcement,, CBB at Sports Reference

Daily Fantasy Points added to Game Finder, player pages

Posted by Hans Van Slooten on May 14, 2015

We've extended the Daily Fantasy Points to the Play Index Game Finders as well as adding a chart to the player pages showing their DFS points over the current season. These statistics are located towards the far right of the table. DFS (DK) stands for DraftKings points, while DFS (FD) stands for FanDuel points.

Screenshot 2015-05-14 08.32.50

We'd also like to take this opportunity to remind our users that a $15 deposit on a new DraftKings account through this link will come with a free year of Play Index access (normally $36/yr). More details on this offer can be found here.

We hope daily fantasy players enjoy this new feature and would love to hear about any other features you would like to see.

6 Comments | Posted in Announcement,, Play Index

New Team Roster Features

Posted by David Corby on May 7, 2015


Just wanted to show off a couple new features that we've recently introduced...


When you find yourself on our team season pages look for the "Game-by-game roster status" links:




These will bring you to a Roster Status page with a color-coded visualization of each player's roster status for the 82 regular season games, and the playoffs. Designations include Starter, Reserve, DNP, Inactive, and Suspended. Note that a player's status is also noted on boxscores and our player gamelogs. Notable in 2014-15 are the Raptors, Bulls, and Magic, all of whom maintained a stable roster throughout the season. The Sixers page is a lot of fun to look at, too.

We've published these going back to 2013-14, and should hopefully extend that period at some point.





The other new feature is a historical time series of roster continuity for each currently-active franchise. Our accounting begins with 1952-53 given that the season prior is the first for which we have Minutes Played data for every league player.

Several years ago former colleague Neil Paine published some musings on our blog about Team Continuity, and Dean Oliver devotes a couple pages in his Basketball on Paper book in the context of historically bad teams. The Spurs are well-noted stalwarts of year-to-year stability - on the other hand, the Cavaliers and Mavericks show that it's possible to turn over most of your minutes and not come apart at the seams, especially if one of your newcomers is LeBron James.

You can find a link to this page on our Frivolous Pages index, under Roster Continuity.





Comments Off on New Team Roster Features | Posted in Advanced Stats, Announcement,, CBB at Sports Reference, Data

2015 NFL Draft Features

Posted by Mike on April 29, 2015

With the NFL Draft rapidly approaching (thus bringing an close to the endless months of draft prognostications), now might be a good time to point out all the draft resources we have available at Pro Football Reference. You can check out:

Hopefully these are of some assistance to you as you're tuned into the draft wondering if your team is going to pick the next Peyton Manning or.. not.

1 Comment | Posted in Announcement,

The Impact of Multi-Player Trades on Performance in the NBA

Posted by Mike Lynch on April 27, 2015

Sometimes SR data finds its way into academic journals. Here's a summary Benjamin Campbell has written up on some of his findings about post-trade player performance:

"Although NBA GMs make mid-season trades for multiple reasons, one frequent objective is to improve

the short-term performance of the team. Since the rim is 10 feet from the floor everywhere from Hinkle

Fieldhouse to the Staples Center and the rules are the same everywhere, this seems to be a good

strategy. However, given the interdependent nature of basketball, trades present a challenge to short-

term performance because they disrupt the ability of players to productively play together. It is through

experience and time together that players can learn how to best play together, thus there is a learning

curve whenever a trade occurs. This learning curve impacts both the players joining a new team and the

incumbent players on that team that now have to learn to play with new players.


The learning curve for players to adjust to a trade is impacted by the size of a trade. For example, when

Raef LaFrentz, Nick van Exel, Avery Johnson, and Tariq Abdul-Wahad moved together from Denver to

Dallas in exchange for three players on February 21, 2002, they had less of a learning curve than a single

mover because they already knew how best to play with each other. However, their new teammates in

Dallas had a steeper learning curve because the incumbent players have to learn the idiosyncrasies of

four new, already coordinated teammates.


Using data from, a recent academic paper explores the learning curve

associated with single and multi-player trades on player performance over time. The authors find that

players who move from one team to another by themselves lose 2.3 percentage points from their true

shooting percentage on average, and take about 20 games to get back to their previous performance.

The true shooting percentage of players who move as part of a multi-player trade is not significantly

impacted. However, the reverse is true for incumbent players: players who are joined by one new

teammate experience no reduction in team shooting percentage, but players who are joined by multiple

teammates at the same time do experience a small (but statistically insignificant) reduction in true

shooting percentage. These effects are similar for both starters and little-used players alike.

Screen Shot 2015-04-27 at 1.03.08 PM

Screen Shot 2015-04-27 at 1.03.26 PM

The authors also show that moving with other players has a substantially larger positive effect on

movers’ individual performance when moving to teams with a losing record than when moving to teams

with a winning record. This suggests that it is easier for players moving together to import their existing

relationships in to low-performing teams than in to high-performing teams.


Together, the results highlight the double-edged sword of trading to improve the short-term

performance of a team. Trades may improve short-term performance by bringing in better players

and/or players that will eventually fit the team better. However, bringing in new players is disruptive to

all players on the team which erodes the short-term benefits of the trade.


For more information, see “Resetting the Shot Clock: The effect of comobility on human capital,” by

Benjamin Campbell, Brian Saxton, and Preeta Banerjee, which appeared in the February 2014 issue of

the Journal of Management."

2 Comments | Posted in Academics, Announcement,

Daily Fantasy Points Added to Player Game Logs

Posted by Mike Lynch on April 24, 2015

As some of you may have already noticed, we recently added Daily Fantasy Points to player game logs for the 2013 to 2015 seasons. These statistics are located towards the far right of the table. DFS (DK) stands for DraftKings points, while DFS (FD) stands for FanDuel points.

Additionally, the DFS points have the same summing functionality as the other statistics in the table, so you can calculate a player's performance over a span by clicking on any two rows in the table.

We'd also like to take this opportunity to remind our users that a $15 deposit on a new DraftKings account through this link will come with a free year of Play Index access (normally $36/yr). More details on this offer can be found here.

We hope daily fantasy players enjoy this new feature and would love to hear about any other features you would like to see.

1 Comment | Posted in Announcement,, Data, Features

2015 NFL Schedule

Posted by Mike on April 22, 2015

The 2015 NFL schedule is up on the site now, so a couple of quick notes:

Comments Off on 2015 NFL Schedule | Posted in Announcement,

Introducing the PFR Draft Machine App for Mobile Devices

Posted by Mike Lynch on April 21, 2015

We're excited to announce that we have a released an NFL Draft app on the Google Play store  and Apple's App Store: the PFR Draft Machine. For users familiar with our Play Index Draft Finder tool, this brand new app will bring those same unique functions (and more) to your mobile devices.

Download this app now to find out who's picking where in 2015, the best pick at that position in the history of the draft, and the average performance of picks at that position. This app also allows users to make customized queries across every NFL draft pick in history, with filters such as year, team, college, position, round, etc. The only limits to your queries are your own imagination. This is the only app to bring the power of the Pro Football Reference Play Index to your mobile device.

And best of all, we're offering this app for FREE. So please download it and let us know what you think. We're eager to hear your feedback and apply it to any future mobile apps.

Download this app from the Google Play Store

Download this app from Apple's App Store

We have attached some sample images below:

Screen Shot 2015-04-21 at 4.23.21 PM

Screen Shot 2015-04-21 at 4.23.40 PM

Comments Off on Introducing the PFR Draft Machine App for Mobile Devices | Posted in Announcement, Data, Draft, Features, History, Play Index,

Every OT Goal in Stanley Cup Playoffs History

Posted by Mike Lynch on April 20, 2015

We just wanted to briefly mention that we have recently added every overtime goal in the history of the Stanley Cup Playoffs to our Frivolities section here. This section currently contains two tables. The first shows the goal scorer, date, team, opponent, OT sessions, final score and how much time had elapsed in the OT periods at the time of the goal. The columns in the table are all sortable in case you'd like to quickly look at OT goals scored for or against your favorite team or find the shortest/longest OT games.

The table on the right, meanwhile, lists the all-time individual leaders in playoff OT goals.

It should be mentioned that this is a comprehensive list of OT goals in Stanley Cup Playoff games between two NHL teams. It does not, however, include games featuring the NHL against the WCHL or PCHA. You may also notice a couple instances where the "winning" OT goal merely tied the game. This is because some early playoff series were determined by total goals, so a game a team held a lead in could go to OT in order to determine the series winner.

Comments Off on Every OT Goal in Stanley Cup Playoffs History | Posted in Announcement, Data, Features, History,, Playoffs

Page 4 of 75« First...23456...102030...Last »
Part of the Network